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EU Centre of ExcellenceISO 9001

ERCIMW3C MemberFraunhofer Project Center

Ákos Zarándy, doctor of HAS, research advisor
Ákos Zarándy
Address: 1111 Budapest, Kende u. 13-17.
Room number: K 330
Phone: +36 1 279 6131
Fax: +36 1 279 6196
E-mail: zarandy.akosEZT_TOROLJE_KI@EZT_TOROLJE_KIsztaki.mta.hu
Department: Cellular Sensory and Optical Wave Computing Laboratory

Personal Information
Name: Ákos Zarándy
Year of birth: 1967
Workplace: Computer and Automation Research Institute of the Hungarian Academy of Sciencies (MTA-SZTAKI)
Address: POB: 63, 1518 Budapest, Hungary
Citizenship: Hungarian
Professional Experience
2012- professor at Pazmany Peter Catholic University
2011-present head of the Cellular Sensory and Optical Wave Computing Laboratory
2007-Senior Research Fellow (MTA-SZTAKI, Hungary)
2005-2006 CTO (Eutecus Inc. Berkeley, California, USA)
2000-2005 CEO (AnaLogic Computers Ltd, Budapest, Hungary, Spin-off company of SZTAKI)
1997-2005 Research Fellow (MTA-SZTAKI, Hungary)
1992-1997 PhD student (MTA-SZTAKI, Hungary)
1993, 95, 96, 98 Visiting scholar or post doc at University of California at Berkeley
Education
2010 DSC of the Hungarian Academy of Sciencies
1997 Ph.D. in Computer science, Hungarian Academey of Sciences:
"CNN Universal Machines: spatial logic, colors, and illusions"
1992 MsC, Electrical Engineering, Technical University of Budapest, Hungary
Fields of interest
Focal-plane sensor-processors: architecture, design, and development
Cellular Neural Network research: VLSI implementations, algorithm development
IR imaging: sensor interface development
Human and artificial vision, color vision: modelling
Image processing: algorithms, embedded implementation
System integration: ultra-high speed, low power, embedded image processing devices
Major technical achievements
2010-2012: Visual remote airplane detector device for UAVs for collision avoidance
2008-2009: Theoretical studies of many-core cellular processor arrays
2006-2007: 8x8 nanoantenna sensor interface including per pixel analogue amplifiers and programmable digital filters (100dB signal to noise ratio total) (Project Leader)
2005-2006: Focal-plane sensor-processor array with 64 fully programmable on-chip processors: XENON (Project Leader)
2004-2005: Locally adaptive image sensor development
2002-2005: Biologically motivated collision warning focal-plane sensor-processor array: LOCUST (Group Leader)
2002-2003 Bi-i: Industrial grade camera capable over 25,000 FPS visual decision making (capturing and real-time evaluation) Product of the year, Vision 2003, Stuttgart (Project Leader)
1996-2000: CNN Chip Prototyping System (chief developer)
Publication Summary
31 peer-reviewed published (or accepted) papers
1 edited book
5 Book chapters
45 conference contributions
300 total number of citations (excluding self citation)
2 patents
Most Important International Collaborations
1994- present: Focal-plane sensor-processor chip development and testing, Microelectronic Institute Seville, Spain, Prof. Angel Rodriguez-Vazquez and his group
2002-present Active contour algorithm implementation on sensor-processor array School of Electrical and Electronic Engineering The University of Manchester, Dr. Piotr Dudek
2000-present: Neuromorph modell implementations on sensor processor arrays Friedrich Miescher Institute, Dr. Botond Roska
1998-present Robot guidance algorithms for sensor-processor array Department of Electronic and Electrical Systems, University of Catania, Dr. Paolo Arena
Teaching
2005-present Peter Pazmany Catholic University, „Electronic components of the computing, communicating and sensing devices”
Grants and Scholarships
2005-2007: Nanoantenna sensor-processor array development: Eutecus Inc, Notre Dame University (two US grants: N00014-05C-0370 and HQ0006-05-C-7268, over $1,5M) role: PI
2002-2003 RobotEyepair (Hungarian grant IKTA4-044) Budget: 420k Euro. Role: PI
2004-2007 SPARK: Spatial-temporal Patterns for Action-oriented perception in Roving robots, (FP6-2003-IST-2) EU FP6, role: participant
2002-2005: LOCUST: Life-Like Object Detection For Collision Avoidance Using Spatio-Temporal Image Processing. (IST-2001-38097) EU FP5-FP6. Role: participant
2000-2003 DICTAM: Dynamic Image Computing Using Tera-Speed Analogic Visual Microprocessors. (IST-1999-19007) EU FP5. role: participant
Honors and Awards
2007 Charles Simonyi Award
2007 Microprocessor Report Innovation Award, San Jose, California: Superfast Sensor-Processors Break New Ground in Digital Imaging
2005 Best paper award, “Per-pixel integration time controlled image sensor” ECCTD Ireland
2003 Product of the year at Stuttgart Vision fair: Bi-i camera
2002 John von Kemeny Award
2000 Denes Gabor Patent Award
1999 General Electrics Scholarship
Spcecial issues, sessions sessions
2004: Special issue: IEEE Transactions on Circuits and Systems—I: Fundamental Theory and Applications (TCAS-I), „CNN Technology and Active Wave Computing: Analog-and-logic cellular machines integrating sensors and/or actuators” guest co-editor
2003: Special session: IEEE International symphosium on Circuits and Systems (ISCAS) „Spatiotemporal cellular vision systems” co-organizer
2002: Journal of Circuits, Systems, and Computers, „CNN Technology and Visual Microprocessors”, guest co-editor

Publications

[order by time] [order by categories ]

2013.

Estimation of Relative Direction Angle of Distant, Approaching Airplane in Sense-and-avoid
Authors: Zsedrovits, Tamás; Zarándy, Ákos; Vanek, Bálint; Péni, Tamás; Bokor, József; Roska, Tamás
Date: 2013. 01.
Published by: Journal of Intelligent and Robotic Systems (Issue no.: 1, Page: 4)

2012.

Visual sense-and-avoid system for UAVs
Authors: Zarándy, Ákos; Zsedrovits, Tamás; Nagy, Zoltán; Kiss, András; Roska, Tamás
Date: 2012.
Published by: 13th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA’2012
Volume and power optimized high-performance system for UAV collision avoidance
Authors: Nagy, Zoltán; Kiss, András; Zarándy, Ákos; Vanek, Bálint; Péni, Tamás; Bokor, József; Roska, Tamás
Date: 2012.
Published by: IEEE international symposium on circuits and systems. ISCAS 2012
Integrated CMOS sub-THz imager array
Authors: Földesy, Péter; Zarándy, Ákos
Date: 2012.
Published by: 13th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA’2012
Estimation of Relative Direction Angle of Distant, Colliding Airplane in Sense-and-avoid and Tracking
Authors: Zsedrovits, Tamás; Zarándy, Ákos; Vanek, Bálint; Péni, Tamás; Bokor, József; Roska, Tamás
Date: 2012.
Published by: ICUAS 2012 : 2012 International Conference on Unmanned Aircraft Systems
Approaching object detector mouse retina circuit model analysis and implementation on cellular sensor-processor array
Authors: Zarándy, Ákos; Fülöp, T.
Date: 2012.
Published by: International Journal of Circuit Theory and Applications, (Page: 1)
Bio-inspired looming direction detection method
Authors: Fülöp, T.; Zarándy, Ákos
Date: 2012.
Published by: 13th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA’2012
Azimuth Estimation of Distant, Approaching Airplane in See-and-avoid Systems
Authors: Zsedrovits, Tamás; Zarándy, Ákos; Vanek, Bálint; Péni, Tamás; Bokor, József; Roska, Tamás
Date: 2012. 08.
Published by: Proc. of 13th International Workshop on Cellular Nanoscale Networks and their Applications, CNNA’2012

2011.

Anatomy of the focal-plane sensor-processor arrays
Authors: Zarándy, Ákos
Editor: Zarándy, Ákos
Date: 2011.
Published by: Focal-plane sensor-processor chips. (Page: 1)
2D operators on topographic and non-topographic architectures-implementation, efficiency analysis, and architecture selection methodology
Authors: Zarándy, Ákos; Rekeczky, Csaba
Date: 2011.
Published by: International Journal of Circuit Theory and Applications (Page: 9)
A Computational Framework for a Bio-inspired Mechanism of Vernier Hyperacuity
Authors: Róka, András; Zarándy, Ákos
Date: 2011.
Published by: Acta Polytechnica Hungarica (Page: 5)
Implementation and validation of a looming object detector model derived from mammalian retinal circuit
Authors: Zarándy, Ákos; Fülöp, Tamás
Editor: Zarándy, Ákos
Date: 2011.
Published by: Focal-plane sensor-processor chips. (Page: 2)
VISCUBE: a multi-layer vision chip
Authors: Zarándy, Ákos; Rekeczky, Csaba; Földesy, Péter; Carmona-Galán, Ricardo; Linán-Cembrano, Gustavo; Sós, Gergely; Rodríguez-Vázquez, Angel; Roska, Tamás
Editor: Zarándy, Ákos
Date: 2011.
Published by: Focal-plane sensor-processor chips. (Page: 1)
Collision avoidance for UAV using visual detection
Authors: Zsedrovits, Tamás; Zarándy, Ákos; Vanek, Bálint; Péni, Tamás; Bokor, József; Roska, Tamás
Date: 2011. 05. 15.
Published by: ISCAS 2011. IEEE international symposium on circuits and systems. Rio de Janeiro, 2011. (Page: 2)
Applications of the virtual cellular machine to many-core processors
Authors: Roska, Tamás; Zarándy, Ákos; Pazienza, Giovanni
Date: 2011. 05. 15.
Published by: ISCAS 2011. IEEE international symposium on circuits and systems. Rio de Janeiro, 2011. (Page: 1)
Visual detection and implementation aspects of a UAV see and avoid system
Authors: Zsedrovits, Tamas; Zarándy, Ákos; Vanek, Bálint; Péni, Tamás; Bokor, József; Roska, Tamás
Date: 2011. 08. 29.
Published by: ECCTD 2011. 20th European conference on circuit theory and design. Linköping, 2011.
Demo: Real-time remote reporting of active regions with Wi-FLIP
Authors: Fernández-Berni, Jorge; Carmona-Galán, Ricardo; Linán-Cembrano, Gustavo; Zarándy, Ákos; Rodríguez-Vázquez, Angel
Date: 2011. 08. 22.
Published by: ICDSC 2011. 5th ACM/IEEE international conference on distributed smart cameras. Ghent, 2011. (Page: 1)
Wi-FLIP: A wireless smart camera based on a focal-plane low-power image processor
Authors: Fernández-Berni, Jorge; Carmona-Galán, Ricardo; Linán-Cembrano, Gustavo; Zarándy, Ákos; Rodríguez-Vázquez, Angel
Date: 2011. 08. 22.
Published by: ICDSC 2011. 5th ACM/IEEE international conference on distributed smart cameras. Ghent, 2011. (Page: 1)
Performance analysis of a vision only sense and avoid system for small UAVs
Authors: Vanek, Bálint; Péni, Tamás; Zarándy, Ákos; Bokor, József; Zsedrovits, Tamás; Roska, Tamás
Date: 2011. 08. 08.
Published by: AIAA guidance, navigation, and control conference. Portland, 2011. (Page: 1)
Performance analysis of a vision only sense and avoid system for small UAVs
Authors: Vanek, Bálint; Péni, Tamás; Zarándy, Ákos; Bokor, József; Zsedrovits, Tamás; Roska, Tamás
Date: 2011. 11. 17.
Published by: ACD 2011. 9th European workshop on advanced control and diagnosis. Budapest, 2011. (Page: 1)

2010.

Cellular multi-core processor carrier chip for nanoantenna integration and experiments
Authors: Zarándy, Ákos; Földesy, Péter; Carmona, R.; Rekeczky, Cs.; Bean, J. A.; Porod, W.
Editor: Baatar, C.; Porod, W.; Roska, Tamás
Date: 2010.
Published by: Cellular nanoscale sensory wave computing. (Page: 1)
Low-power processor array design strategy for solving computationally intensive 2D topographic problems
Authors: Zarándy, Ákos; Rekeczky, Cs.
Editor: Baatar, C.; Porod, W.; Roska, Tamás
Date: 2010.
Published by: Cellular nanoscale sensory wave computing. (Page: 2)
Many-core processor architectures for topographic computations. Beyond parallelism
Authors: Zarándy, Ákos
Date: 2010.
Published by: (Page: 1)
A 3-D chip architecture for optical sensing and concurrent processing
Authors: Rodríguez-Vázquez, A.; Carmona, R.; Domínguez Matas, C.; Suárez-Cambre, M.; Brea, V.; Pozas, F.; Linán, G.; Földesy, Péter; Zarándy, Ákos; Rekeczky, Csaba
Editor: Berghmans, F.; Mignani, A. G.; van Hof, C. A.
Date: 2010.
Published by: Optical sensing and detection. Brussels, 2010. (Proceedings of SPIE 7726.) (Page: 7)
Displacement calculation algorithm on a heterogeneous multi-layer cellular sensor processor array
Authors: Zarándy, Ákos; Fekete, D.; Földesy, Péter; Soós, G.; Rekeczky, Cs.
Editor: Roska, Tamás; Gilli, Marco; Zarándy, Ákos
Date: 2010. 02. 03.
Published by: 12th international workshop on cellular nanoscale networks and their applications. CNNA 2010. Berkeley, 2010. (Page: 1)
Bio-inspired looming object detector algorithm on the Eye-RIS focal plane-processor system
Authors: Fülöp, T.; Zarándy, Ákos
Editor: Roska, Tamás; Gilli, Marco; Zarándy, Ákos
Date: 2010. 02. 03.
Published by: 12th international workshop on cellular nanoscale networks and their applications. CNNA 2010. Berkeley, 2010. (Page: 2)
Digital processor array implementation aspects of a 3D multi-layer vision architecture
Authors: Földesy, Péter; Carmona-Galan, R.; Zarándy, Ákos; Rekeczky, Cs.; Rodríguez-Vázquez, A.; Roska, Tamás
Editor: Roska, Tamás; Gilli, Marco; Zarándy, Ákos
Date: 2010. 02. 03.
Published by: 12th international workshop on cellular nanoscale networks and their applications. CNNA 2010. Berkeley, 2010. (Page: 3)
Retinal approaching object detector model implementation and validation
Authors: Zarándy, Ákos; Fülöp, T.
Date: 2010. 05. 30.
Published by: IEEE international symposium on circuits and systems (ISCAS). Paris, 2010. (Page: 2)

2009.

3D multi-layer vision architecture for surveillance and reconnaissance applications
Authors: Földesy, Péter; Carmona-Galan, R.; Zarándy, Ákos; Rekeczky, Cs.; Rodríguez-Vázquez, A.; Roska, Tamás
Date: 2009. 08. 23.
Published by: ECCTD 2009. 19th European conference on circuit theory and design. Antalya, 2009. (Page: 1)

2008.

Insect-vision inspired collision warning vision processor for automobiles
Authors: Linan-Cembrano, G.; Carranza, L.; Rind, C.; Zarándy, Ákos; Soininen, M.; Rodríguez-Vázquez, A.
Date: 2008.
Published by: IEEE Circuits and Systems Magazine (Page: 6)
Real-time moving object segmentation algorithm implemented on the Eye-RIS focal plane sensor-processor system
Implementing the non-linear wave metric on the Q-Eye cellular array processor chip
Authors: Bank, Dániel; Zarándy, Ákos; Hillier, Dávid
Date: 2008.
Published by: NOLTA 2008. 2008 international symposium on nonlinear theory and its applications. Budapest, 2008. (Page: 1)
Implementation and efficiency analysis of 2D operators on topographic and non-topographic image processor architectures
Authors: Zarándy, Ákos; Rekeczky, Csaba
Date: 2008.
Published by: Research report of Cellular Sensory and Wave Computing Laboratory CSW-2-2008.
Clusterable cellular visual microprocessor
Configurable 3D-integrated focal-plane sensor-processor array architecture
Authors: Földesy, Péter; Zarándy, Ákos; Rekeczky, Csaba
Date: 2008.
Published by: International Journal of Circuit Theory and Applications (Issue no.: 5, Page: 5)
Analysis of 2D operators on topographic and non-topographic processor architectures

2006.

Digital implementation of the cellular sensor-computers
Authors: Földesy, Péter; Zarándy, Ákos; Rekeczky, Csaba; Roska, Tamás
Date: 2006.
Published by: International Journal of Circuit Theory and Applications (Page: 4)
Analog VLSI, array-processor-based, Bayesian, multi-scale optical flow estimation
Authors: Török, Levente; Zarándy, Ákos
Date: 2006.
Published by: International Journal of Circuit Theory and Applications (Page: 4)

2005.

Various implementations of topographic, sensory, cellular wave computers
Authors: Zarándy, Ákos; Földesy, Péter; Szolgay, Péter; Tőkés, Szabolcs; Rekeczky, Csaba; Roska, Tamás
Date: 2005.
Published by: ISCAS 2005. IEEE international symposium on circuits and systems. Kobe, 2005. (Page: 5)
Per-pixel integration time controlled image sensor
Authors: Zarándy, Ákos; Földesy, Péter; Roska, Tamás
Date: 2005.
Published by: ECCTD�05. Proceedings of the 2005 European conference on circuit theory and design. Cork, 2005. (Page: 1)
High-speed label inspection system for textile industry
Authors: Szatmári, István; Zarándy, Ákos
Editor: Monostori, L; Viharos, ZsJ
Date: 2005.
Published by: Proceedings of the 10th IMEKO TC10. International conference on technical diagnostics. Budapest, 2005. (Page: 9)
Bi-i: a standalone ultra high speed cellular vision system
Authors: Zarándy, Ákos; Rekeczky, Csaba
Date: 2005.
Published by: IEEE CIRCUITS AND SYSTEMS MAGAZINE (Page: 3)

2004.

Cellular multiadaptive analogic achitecture: a computational framework for UAV applications
Authors: Rekeczky, Csaba; Szatmári, István; Bálya, Dávid; Tímár, G.; Zarándy, Ákos
Date: 2004.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (Page: 8)
High dynamic range perception with spatially variant exposure
Authors: Wagner, R.; Zarándy, Ákos; Roska, Tamás
Editor: Roska, T; Gili, M; Shi, B; Zarándy, Á
Date: 2004.
Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 3)
Receptive field atlas and related CNN models
Authors: Gál, Viktor; Hámori, J.; Roska, Tamás; Bálya, Dávid; Borostyánkői, ZS; Brendel, M.; Lotz, K.; Négyessy, L.; Orzó, László; Petrás, István; Rekeczky, Csaba; Takács, J.; Venetiáner, P.; Vidnyánszky, Z.; Zarándy, Ákos
Date: 2004.
Published by: INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS (Page: 5)
Topographic and non-topographic neural network based computational platform for UAV applications
Authors: Rekeczky, Csaba; Tímár, G.; Bálya, Dávid; Szatmári, István; Zarándy, Ákos
Date: 2004.
Published by: Neural Networks, 2004. Proceedings of the IEEE International Joint Conference IJCNN'04, Vol. 3. (Page: 1)
Bi-i: a standalone cellular vision system. Part II: Topographic and non-topographic algorithms and related applications
Authors: Rekeczky, Csaba; Zarándy, Ákos
Editor: Roska, T; Gili, M; Shi, B; Zarándy, Á
Date: 2004.
Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 1)
Bi-i: a standalone cellular vision system. Part I. Architecture and ultra high frame rate processing examples
Authors: Zarándy, Ákos; Rekeczky, Csaba
Editor: Roska, T; Gili, M; Shi, B; Zarándy, Á
Date: 2004.
Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 4)
Adaptive perception with locally-adaptable sensor array
Authors: Wagner, R.; Zarándy, Ákos; Roska, Tamás
Date: 2004.
Published by: Circuits and Systems. Proceedings of the International Symposium ISCAS '04. Vol. 1. (Page: 1)
Analog VLSI based Bayesian multi-scale optical flow estimation. (Research report of the Analogical and Neural Computing Laboratory DNS-7-2004)
Authors: Török, L.; Zarándy, Ákos
Date: 2004.
Published by: Analog VLSI based Bayesian multi-scale optical flow estimation. (Research report of the Analogical and Neural Computing Laboratory DNS-7-2004)
Bayesian incorporation of multiple scales in optical flow estimation
Authors: Török, L.; Zarándy, Ákos; Roska, Tamás
Editor: Roska, T; Gili, M; Shi, B; Zarándy, Á
Date: 2004.
Published by: Cellular Neural Networks and their Applications. Proceedings of the 8th IEEE international workshop Budapest (CNNA 2004) (Page: 3)
Adaptive perception with locally adaptable sensor array
Authors: Wagner, R.; Zarándy, Ákos; Roska, Tamás
Date: 2004.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS (Page: 1)

2003.

The new framework of applications: the Aladdin system
Authors: Zarándy, Ákos; Rekeczky, Csaba; Földesy, Péter; Szatmári, István
Date: 2003.
Published by: JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS (Page: 7)
Vision systems based on the 128x128 focal plane cellular visual microprocessor chips
Authors: Zarándy, Ákos; Rekeczky, Csaba; Szatmári, István
Date: 2003.
Published by: Circuits and Systems, 2003. Proceedings of the ISCAS '03, Bangkok, Vol. 3. (Page: 5)
Proactive, adaptive, cellular sensory-computer architecture via extending the CNN univesal machine
Authors: Roska, Tamás; Zarándy, Ákos
Date: 2003.
Published by: Circuit Theory and Design. Proceedings of the 16th European Conference ECCTD'03. Vol. 1. (Page: 1)

2002.

Moving object traking on panoramic images
Authors: Földesy, Péter; Szatmári, István; Zarándy, Ákos
Editor: Tetzlaff, R
Date: 2002.
Published by: Cellular Neural Networks and Their Applications. Proceedings of the 7th IEEE International Workshop (Page: 6)
Image processing library for the ALADDIN visual computer
Authors: Szatmári, István; Földesy, Péter; Rekeczky, Csaba; Zarándy, Ákos
Editor: Tetzlaff, R
Date: 2002.
Published by: Cellular Neural Networks and Their Applications. Proceedings of the 7th IEEE International Workshop (Page: 5)
CNN based color constancy algorithm
Authors: Török, L.; Zarándy, Ákos
Editor: Tetzlaff, R
Date: 2002.
Published by: Cellular Neural Networks and Their Applications. Proceedings of the 7th IEEE International Workshop (Page: 4)

2001.

Dennis Gabor as the initiator of optical computing. Importance and prospects of optical computing and an optical implementation of the CCN-UM computer
Authors: Tőkés, Szabolcs; Orzó, László; Rekeczky, Csaba; Zarándy, Ákos; Roska, Tamás
Editor: Nagy, L
Date: 2001.
Published by: Magyar informatikusok II. világtalálkozója. Budapest, 2000. 1. köt. (Page: 1)
Cellular Neural Networks: A paradigm for nonlinear spatio-temporal processing
Authors: Fortuna, L.; Arena, P.; Bálya, Dávid; Zarándy, Ákos
Date: 2001.
Published by: IEEE CIRCUITS AND SYSTEMS MAGAZINE (Page: 6)
ACE box: high-performance visual computer based on the ACE4k analogic array processor chip
Authors: Zarándy, Ákos
Editor: Porra, V
Date: 2001.
Published by: Circuit paradigm in the 21st century. ECCTD '01. Proceedings of the 15th European conference on circuit theory and design. Espoo, 2001. Vol. 1. (Page: 3)

2000.

An analogic CNN engine board with the 64x64 analog I/O CNN-UM chip
Authors: Szatmári, István; Zarándy, Ákos; Földesy, Péter; Kék, László
Date: 2000.
Published by: The 2000 IEEE international symposium on circuits and systems. Emerging technologies for the 21st century. ISCAS 2000. Geneva, 2000. Vol. 2. (Page: 1)
A development system for prototyping and interfacing CNN chips and for analogic algorithm design
Authors: Zarándy, Ákos; Roska, Tamás; Szolgay, Péter; Földesy, Péter; Zöld, S.
Editor: Roska, T; Rodriguez-Vázquez, A
Date: 2000.
Published by: Towards the visual microprocessor. VLSI design and the use of cellular neural network universal machines. (Page: 3)
A mammogram diagnostic workstation
Authors: Liszka, G.; Zarándy, Ákos; Roska, Tamás; Petrányi, Á.; Hegyesi, J.; Csapodi, M.; Kék, László
Editor: Roska, T
Date: 2000.
Published by: Towards the visual microprocessor. VLSI design and the use of cellular neural network universal machines. (Page: 3)
An optical CNN implementation with stored programmability
Authors: Tőkés, Szabolcs; Orzó, László; Rekeczky, Csaba; Roska, Tamás; Zarándy, Ákos
Date: 2000.
Published by: The 2000 IEEE international symposium on circuits and systems. Emerging technologies for the 21st century. ISCAS 2000. Geneva, 2000. Vol. 2. (Page: 1)
Futási eredmények az analogikai CNN-UM vizuális mikroprocesszorokon
Authors: Zarándy, Ákos; Csapody, M.; Rekeczky, Csaba
Editor: Szirányi, T
Date: 2000.
Published by: Képfeldolgozók és alakfelismerok 2. konferenciája. (Second conference of the Hungarian Image Processing and Pattern Recognition Society.) Noszvaj, 2000. (Page: 5)
Dennis Gabor as the initiator of optical computing: Importance and prospects of optical computing and an optical implementation of the CNN-UM computer
Authors: Tőkés, Szabolcs; Orzó, László; Rekeczky, Csaba; Zarándy, Ákos; Roska, Tamás
Date: 2000.
Published by: Dennis Gabor. On centenary of his birth. Dennis Gabor memorial conference and symposium on holography and high resolution measurement techniques including information processing and precision measurement techniques. Budapest, 2000.
Analogikai celluláris számítógépek. Egy új számítógépelv
Authors: Roska, Tamás; Bálya, Dávid; Csapodi, M.; Zarándy, Ákos
Date: 2000.
Published by: TERMÉSZET VILÁGA (Page: 7)
CNN technology in action
Authors: Zarándy, Ákos; Espejo, S.; Földesy, Péter; Kék, László; Linán, G.; Rekeczky, Csaba; Rodriguez-Vázquez, A.; Roska, Tamás; Szatmári, István; Szirányi, Tamás; Szolgay, Péter
Date: 2000.
Published by: Proceedings of the 6th IEEE international workshop on cellular neural networks and their applications. (CNNA 2000). Catania, 2000. (Page: 7)
CNN universal chips for solving problems in object-oriented dynamic image coding
Authors: Kozek, T.; Zarándy, Ákos; Kunt, M.; Roska, Tamás; Chua, LO
Editor: Roska, T; Rodriguez-Vázquez, A
Date: 2000.
Published by: Towards the visual microprocessor. VLSI design and the use of cellular neural network universal machines. (Page: 3)
20 msec focal plane image processing
Authors: Zarándy, Ákos; Csapodi, M.; Roska, Tamás
Date: 2000.
Published by: Proceedings of the 6th IEEE international workshop on cellular neural networks and their applications. (CNNA 2000). Catania, 2000. (Page: 2)

1999.

The computational infrastructure for cellular visual microprocessors
Authors: Szolgay, Péter; Zarándy, Ákos; Zöld, S.; Roska, Tamás; Földesy, Péter; Kék, László; Kozek, T.; László, K.; Petrás, István; Rekeczky, Csaba; Szatmári, István; Bálya, Dávid
Date: 1999.
Published by: MicroNeuro '99. Proceedings of the seventh international conference on microelectronics for neural, fuzzy, and bio-inspired systems. Granada, 1999. (Page: 5)
The computational infrastructure of analogic CNN computing - Part I: The CNN-UM chip prototyping system
Authors: Roska, Tamás; Zarándy, Ákos; Zöld, S.; Földesy, Péter; Szolgay, Péter
Date: 1999.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Page: 2)
An emulated digital CNN Implementation
Authors: Keresztes, P.; Zarándy, Ákos; Roska, Tamás; Szolgay, Péter; Bezák, T.; Hídvégi, T.; Jónás, P.; Katona, A.
Date: 1999.
Published by: JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY (Issue no.: 2, Page: 2)
A new type of analogic CNN agorithmfor printed circuit board layout error detection
Authors: Hídvégi, T.; Szolgay, Péter; Zarándy, Ákos
Editor: Rudas, IJ; Madarász, L
Date: 1999.
Published by: INES '99. 1999 IEEE international conference on intelligent engineering systems. Proceedings. Poprad, 1999. (Page: 5)
The art of CNN template design
Authors: Zarándy, Ákos
Date: 1999.
Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Page: 5)
Noise estimation and measures for detection of clustered microalcifications
Authors: Csapodi, M.; Petrányi, Á.; Liszka, GY; Zarándy, Ákos; Roska, Tamás
Editor: Kuba, A; Sámal, M; Todd-Pokropek,
Date: 1999.
Published by: Information processing in medical imaging. 16th international conference. IPMI'99. Visegrád, 1999. (Page: 4)
CNN chip prototyping and development systems
Authors: Zarándy, Ákos; Roska, Tamás; Szolgay, Péter; Zöld, S.; Földesy, Péter; Petrás, István
Editor: Roska, T
Date: 1999.
Published by: Design automation day on cellular visual microprocessor. Stresa, 1999. (Page: 6)
CNN-based models for color vision and visual illusions
Authors: Zarándy, Ákos; Orzó, László; Grawes, E.; Werblin, F.
Date: 1999.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Page: 2)
Fault-tolerant design of analogic CNN templates and algorithms - Part I: The binary output case
Authors: Földesy, Péter; Kék, László; Zarándy, Ákos; Roska, Tamás; Bártfai, Gusztáv
Date: 1999.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Page: 3)
Local contrast measures for detection of microalcifications. (Research report of the Analogical and Neural Computing Laborarory, DNS-3-1999)
Authors: Csapodi, M.; Petrányi, Á.; Liszka, GY; Zarándy, Ákos; Kék, László; Roska, Tamás
Date: 1999.
Published by: Local contrast measures for detection of microalcifications. (Research report of the Analogical and Neural Computing Laborarory, DNS-3-1999)
The CADETWin application software design system - a tutorial
Authors: Szolgay, Péter; László, K.; Kék, László; Kozek, T.; Nemes, L.; Petrás, István; Rekeczky, Csaba; Szatmári, István; Zarándy, Ákos; Zöld, S.; Roska, Tamás
Editor: Roska, T
Date: 1999.
Published by: Design automation day on cellular visual microprocessor. Stresa, 1999. (Page: 5)

1998.

Implementation of large-neighbourhood non-linear templates on the CNN universal machine
Authors: Kék, László; Zarándy, Ákos
Date: 1998.
Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Page: 5)
Mammographiás szűrőállomásokhoz telepített analogikai munkahely adatkezelése
Authors: Kék, László; Liszka, GY; Petrányi, Á.; Zarándy, Ákos; Bölöni, L.
Date: 1998.
Published by: MAGYAR ONKOLÓGIA (Page: 1)
An emulated digital architecture implementing the CNN universal machine
Authors: Zarándy, Ákos; Keresztes, P.; Roska, Tamás; Szolgay, Péter
Editor: Tavsanoglu, V
Date: 1998.
Published by: 1998 fifth IEEE international workshop on cellular neural networks and their applications. CNNA 98. Proceedings. London, 1998. (Page: 2)
Implementation of Binary and gray-scale mathematical morphology on the CNN universal machine
Authors: Zarándy, Ákos; Stoffels, A.; Roska, Tamás; Chua, LO
Date: 1998.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Page: 1)
Fault tolerant design of analogic CNN templates and algorithms. Part I: The binary output case.(Research report of the Analogical and Neural Computing Laboratory, DNS-3-1998.)
Authors: Földesy, Péter; Kék, László; Zarándy, Ákos; Roska, Tamás; Bártfai, Gusztáv
Date: 1998.
Published by: Fault tolerant design of analogic CNN templates and algorithms. Part I: The binary output case.(Research report of the Analogical and Neural Computing Laboratory, DNS-3-1998.)
CASTLE: an emulated digital architecture; design issues, new results
Authors: Zarándy, Ákos; Keresztes, P.; Roska, Tamás; Szolgay, Péter
Date: 1998.
Published by: 5th IEEE international conference on electronics, circuits and systems. ICECS '98. Surfing the waves of science and technology. Proceedings. Lisboa, 1998. Vol. 1. (Page: 1)
Fault tolerant CNN template design and optimatization based on chip measurements
Authors: Földesy, Péter; Kék, László; Roska, Tamás; Zarándy, Ákos; Bártfai, Gusztáv
Editor: Tavsanoglu, V
Date: 1998.
Published by: 1998 fifth IEEE international workshop on cellular neural networks and their applications. CNNA 98. Proceedings. London, 1998 (Page: 4)
Analogic Macro Code (AMC). Extended assembly language for CNN computers. Version 1.1.(Research report of the Analogical and Neural Computing Laboratory, DNS-10-1998.)
Authors: Kozek, T.; Zarándy, Ákos; Zöld, S.; Roska, Tamás; Szolgay, Péter
Date: 1998.
Published by: Analogic Macro Code (AMC). Extended assembly language for CNN computers. Version 1.1.(Research report of the Analogical and Neural Computing Laboratory, DNS-10-1998.)

1997.

Mammogram and echocardiogram analysis by using cellular neural network technology
Authors: Zarándy, Ákos; Rekeczky, Csaba; Csapodi, M.; Roska, Tamás
Date: 1997.
Published by: ERCIM NEWS (Page: 1)
New results and measurements related to some tasks in object-oriented dynamic image coding using CNN universal chips
Authors: Kozek, T.; Wu, CW; Zarándy, Ákos; Chen, H.; Roska, Tamás; Kunt, M.; Chua, LO
Date: 1997.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY (Page: 6)
Ultra fast image processing via CNN technology
Authors: Roska, Tamás; Szolgay, Péter; Zarándy, Ákos
Editor: Coboly, E
Date: 1997.
Published by: Integrated circuits and devices. Proceedings of the Hungarian-Korean seminar. Budapest, 1997. (Page: 3)
The art of CNN template design.(Research report of the Analogical and Neural Computing Laboratory, DNS-8-1997.)
Authors: Zarándy, Ákos
Date: 1997.
Published by: The art of CNN template design.(Research report of the Analogical and Neural Computing Laboratory, DNS-8-1997.)
Implementation of large-neighborhood nonlinear templates on the CNN universal machine
Authors: Kék, László; Zarándy, Ákos
Date: 1997.
Published by: ECCTD '97. Proceedings of the 1997 European conference on circuit theory and design. Budapest, 1997. Vol. 2. (Page: 6)
Functional measurements of the first analog input/output CNN universal chip. (Research report of the Analogical and Neural Computing Laboratory, DNS-4-1997.)
Authors: Zarándy, Ákos; Cruz, M.; Szolgay, Péter; Földesy, Péter; Chua, LO; Roska, Tamás
Date: 1997.
Published by: Functional measurements of the first analog input/output CNN universal chip. (Research report of the Analogical and Neural Computing Laboratory, DNS-4-1997.)
Analogic mammogram diagnostic workstation boosted up with cellular neural networks. Version 1.1. (Research report of the Analogical and Neural Computing Laboratory, DNS-3-1997.)
Authors: Zarándy, Ákos; Csapodi, M.; Liszka, GY; Roska, Tamás; Petrányi, Á.; Kék, László; Udvarhelyi, N.; Hegyesi, J.
Date: 1997.
Published by: Analogic mammogram diagnostic workstation boosted up with cellular neural networks. Version 1.1. (Research report of the Analogical and Neural Computing Laboratory, DNS-3-1997.)
CNN template design strategies and fault tolerant CNN template design - a survey
Authors: Zarándy, Ákos; Roska, Tamás
Date: 1997.
Published by: ECCTD '97. Design automation day on cellular computing architectures for multimedia and intelligent image sensors. Budapest, 1997. (Page: 1)
CNN univerzális számítógépek alkalmazása: térbeli logika, színek és illúziók
Authors: Zarándy, Ákos
Date: 1997.
Celluláris és neurális áramkörök alkalmazása mammogramok kiértékelésében
Authors: Zarándy, Ákos; Liszka, GY; Roska, Tamás; Csapody, M.; Petrányi, Á.; Kék, László; Hegyesi, J.
Editor: Szirányi, T; Berke, J
Date: 1997.
Published by: Magyar képfeldolgozók és alakfelismerők országos konferenciája. KEPAF conference on image analysis and pattern recognition. Keszthely, 1997. (Page: 1)
0.8-?m CMOS two-dimensional programmable mixed-signal focal-plane array processor with on-chip binary imaging and instructions storage
Authors: Domínguez-Castro, R.; Espejo, S.; Rodríguez-Vázquez, A.; Carmona, RA; Földesy, Péter; Zarándy, Ákos; Szolgay, Péter; Szirányi, Tamás; Roska, Tamás
Date: 1997.
Published by: IEEE JOURNAL OF SOLID-STATE CIRCUITS (Page: 1)

1996.

New results and measurements related to dynamic image coding using CNN universal chips. (Memorandum of the Electronics Research Laboratory, UCB/ERL M96/58)
Authors: Kozek, T.; Wu, CW; Zarándy, Ákos; Chen, H.; Roska, Tamás; Kunt, M.; Chua, LO
Date: 1996.
Published by: New results and measurements related to dynamic image coding using CNN universal chips. (Memorandum of the Electronics Research Laboratory, UCB/ERL M96/58)
Real-life application case studies using CMOS 0.8 mm CNN universal chip: analogic algorithm for motion detection and texture segmentation
Authors: Földesy, Péter; Zarándy, Ákos; Szolgay, Péter; Szirányi, Tamás
Date: 1996.
Published by: 1996 fourth IEEE international workshop on Cellular Neural Networks and their applications proceedings. CNNA-96. Seville, 1996. (Page: 3)
Spatial logic algorithm using basic morphological analogic CNN operators
Authors: Zarándy, Ákos; Werblin, F.; Roska, Tamás; Chua, LO
Date: 1996.
Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Page: 2)
Morphological operators on the CNN universal machine
Authors: Zarándy, Ákos; Stoffels, A.; Roska, Tamás; Chua, LO
Date: 1996.
Published by: 1996 fourth IEEE international workshop on Cellular Neural Networks and their applications proceedings. CNNA-96. Seville, 1996. (Page: 1)
Implementation of large-neighborhood nonlinear templates on the CNN universal machine. ( Research report of the Analogical and Neural Computing Laboratory, DNS-7-1996.)
Authors: Kék, László; Zarándy, Ákos
Date: 1996.
Published by: Implementation of large-neighborhood nonlinear templates on the CNN universal machine. ( Research report of the Analogical and Neural Computing Laboratory, DNS-7-1996.)
CNN universal chips crank up the computing power
Authors: Chua, LO; Roska, Tamás; Kozek, T.; Zarándy, Ákos
Date: 1996.
Published by: IEEE CIRCUITS AND DEVICES (Page: 1)
Implementation of binary and gray-scale mathematical morphology on the CNN universal machine. ( Memorandum of the Electronics Research Laboratory, UCB/ERL M96/19)
Authors: Zarándy, Ákos; Stoffels, A.; Roska, Tamás; Chua, LO
Date: 1996.
Published by: Implementation of binary and gray-scale mathematical morphology on the CNN universal machine. ( Memorandum of the Electronics Research Laboratory, UCB/ERL M96/19)
CNN model for identifying colors under different illumination condition via Land's experiments
Authors: Zarándy, Ákos; Grawes, E.; Roska, Tamás; Werblin, F.; Chua, LO
Date: 1996.
Published by: 1996 fourth IEEE international workshop on Cellular Neural Networks and their applications proceedings. CNNA-96. Seville, 1996. (Page: 1)

1995.

Spatial logic algorithms using analogic CNN instructions and its use in bank-note recognition. (Research report of the Analogical and Neural Computing Laboratory DNS-5-1995.)
Authors: Zarándy, Ákos
Date: 1995.
Published by: Spatial logic algorithms using analogic CNN instructions and its use in bank-note recognition. (Research report of the Analogical and Neural Computing Laboratory DNS-5-1995.)
Translating neuromorphic CNN visual models to the analogic visual microprocessors
Authors: Roska, Tamás; Chua, LO; Zarándy, Ákos
Date: 1995.
Published by: ISCAS 1995. IEEE international symposium on circuits and systems. Seattle, 1995. Vol. 2. (Page: 1)
An analogic phenomenological CNN algorithm to model the mouth detection task of the inferotemporal cortex discovered by I. Fujita
Authors: Lotz, K.; Zarándy, Ákos; Roska, Tamás; Hámori, J.
Date: 1995.
Published by: NOLTA'95. 1995 international symposium on nonlinear theory and applications. Proceedings. Las Vegas, 1995. Vol. 2. (Page: 7)
Mammogram analysis using CNN algorithms
Authors: Liszkai, GY; Roska, Tamás; Zarándy, Ákos; hegyesi, J.; Kék, László; Rekeczky, Csaba
Editor: Loew, MH
Date: 1995.
Published by: Image processing. Medical imaging 1995. Proceedings. San Diego, 1995. (SPIE proceedings series 2434.) (Page: 4)
Intelligent image resolution enhancement by the CNN universal machine and its relevance to TV picture enhancement
Authors: Zarándy, Ákos; Roska, Tamás; Werblin, F.; Chua, LO
Date: 1995.
Published by: NOLTA'95. 1995 international symposium on nonlinear theory and applications. Proceedings. Las Vegas, 1995. Vol. 2. (Page: 7)
Analogic CNN models of some qualitative pattern recognition tasks in the inferotemporal cortex. (Research report of the Neuromorphic Information Technology, Graduate Center. NIT-1-1995.)
Authors: Lotz, K.; Hámori, J.; Roska, Tamás; Zarándy, Ákos
Date: 1995.
Published by: Analogic CNN models of some qualitative pattern recognition tasks in the inferotemporal cortex. (Research report of the Neuromorphic Information Technology, Graduate Center. NIT-1-1995.)
Cellular neural networks. Part 2. Application examples - a tutorial
Authors: Fajfar, I.; Roska, Tamás; Lotz, K.; Zarándy, Ákos
Editor: Solina, F; Zajc, B
Date: 1995.
Published by: ERK'95. Zbornik cetrte elektrotehniske in racunalniske konference. Portoroz, 1995. Vol. B (Page: 2)
Analogic CNN algorithms and applications - chip-development system and case studies
Authors: Roska, Tamás; Chua, LO; Zarándy, Ákos
Editor: Sheu, B
Date: 1995.
Published by: Microsystems technology for multimedia applications (Page: 4)

1994.

On a CNN chip-prototyping system
Authors: Roska, Tamás; Szolgay, Péter; Zarándy, Ákos; Venetianer, PL; Radványi, András; Szirányi, Tamás
Date: 1994.
Published by: Proceedings of the third IEEE international workshop on cellular neural networks and their applications. CNNA-94. Rome, 1994 (Page: 3)
Novel types of analogic CNN algorithms for recognizing bank-notes. (Memorandum UCB/ERL M94/29.)
Authors: Zarándy, Ákos; Werblin, F.; Roska, Tamás; Chua, LO
Date: 1994.
Published by: Novel types of analogic CNN algorithms for recognizing bank-notes. (Memorandum UCB/ERL M94/29.)
Novel types of analogic CNN algorithms for recognizing bank-notes
Authors: Zarándy, Ákos; Werblin, F.; Roska, Tamás; Chua, LO
Date: 1994.
Published by: Proceedings of the third IEEE international workshop on cellular neural networks and their applications. CNNA-94. Rome, 1994 (Page: 2)
Design of analogic CNN algorithms for mammogram analysis
Authors: Zarándy, Ákos; Roska, Tamás; Liszka, GY; Hegyesi, J.; Kék, László; Rekeczky, Csaba
Date: 1994.
Published by: Proceedings of the third IEEE international workshop on cellular neural networks and their applications. CNNA-94. Rome, 1994 (Page: 2)

1993.

The use of CNN models in the subcortical visual pathway
Authors: Roska, Tamás; Hámori, J.; Lábos, E.; Lotz, K.; Orzó, László; Takács, J.; Venetianer, PL; Vidnyánszky, Z.; Zarándy, Ákos
Date: 1993.
Published by: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS (Page: 1)
Language, compiler, and operating system for the CNN supercomputer. Memorandum UCB/ERL M93/34
Authors: Roska, Tamás; Chua, LO; Zarándy, Ákos
Date: 1993.
Published by: Language, compiler, and operating system for the CNN supercomputer. Memorandum UCB/ERL M93/34
Color image processing by CNN
Authors: Roska, Tamás; Zarándy, Ákos; Chua, LO
Editor: Dedieu, H
Date: 1993.
Published by: Circuit theory and design. Proceedings of the 11th European conference - ECCTD'93. Davos, Part 1. (Page: 5)
The CNN paradigm - a short tutorial
Authors: Chua, LO; Roska, Tamás; Kozek, T.; Zarándy, Ákos
Editor: Roska, T; Vandewalle, J
Date: 1993.
Published by: Cellular neural networks (Page: 1)

1992.

A digital multiprocessor hardware accelerator board for cellular neural networks: CNN-HAC
Authors: Roska, Tamás; Bártfay, G.; Szolgay, Péter; Szirányi, Tamás; Radványi, András; Kozek, T.; Ugray, ZS; Zarándy, Ákos
Date: 1992.
Published by: INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS (Page: 5)
The use of CNN models in the subcortical visual pathway. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-16-1992)
Authors: Roska, Tamás; Hámori, J.; Lábos, E.; Lotz, K.; Orzó, László; Takács, J.; Venetianer, P.; Vidnyánszky, Z.; Zarándy, Ákos
Date: 1992.
Published by: The use of CNN models in the subcortical visual pathway. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-16-1992)
The use of CNN models in the visual parthway. Part II: The amacrine cell in the modified retina model, simple LGN effects and motion related illusions. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-9-1992.)
Authors: Roska, Tamás; Hámori, J.; Lábos, E.; Lotz, K.; Orzó, László; Takács, J.; Venetianer, P.; Vidnyánszky, Z.; Zarándy, Ákos
Date: 1992.
Published by: The use of CNN models in the visual parthway. Part II: The amacrine cell in the modified retina model, simple LGN effects and motion related illusions. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-9-1992.)
Some novel capabilities of CNN: Game of life and examples of multipath algorithms
Authors: Chua, LO; Roska, Tamás; Venetianer, P.; Zarándy, Ákos
Date: 1992.
Published by: Cellular neural networks and their applications (CNNA '92) Proceedings of IEEE 2nd international workshop, Munich, 1992 (Page: 2)
Some novel capabilities of CNN. Game of life and examples of multipath algorithms. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-3-1992.)
Authors: Chua, LO; Roska, Tamás; Venetianer, P.; Zarándy, Ákos
Date: 1992.
Published by: Some novel capabilities of CNN. Game of life and examples of multipath algorithms. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-3-1992.)
CNNM multi-layer cellular neural network simulator.Version 2.4. 1992. User's guide. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-12-1992.)
Authors: Radványi, András; Venetianer, P.; Zarándy, Ákos
Date: 1992.
Published by: CNNM multi-layer cellular neural network simulator.Version 2.4. 1992. User's guide. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-12-1992.)
DUALCOMP dual CNN compiler to CNN-HAC1 board. Version 2.0. 1992. User's guide
Authors: Roska, Tamás; Radványi, András; Zarándy, Ákos
Date: 1992.
Published by: DUALCOMP dual CNN compiler to CNN-HAC1 board. Version 2.0. 1992. User's guide
CNNHAC cellular neural network simulator using hardware accelerator board. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-11-1992.)
Authors: Radványi, András; Zarándy, Ákos
Date: 1992.
Published by: CNNHAC cellular neural network simulator using hardware accelerator board. (Reseach report of the Dual and Neural Computing Systems Laboratory DNS-11-1992.)

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